Signal processing with factor graphs: Examples

International Symposium on Control, Communications and Signal Processing, ISCCSP

Volumn , Issue , 2004, Pages 571-574

  Loeliger, Hans Andrea ^a   Dauwels, Justin ^a   Koch, Volker M ^a   Korl, Sascha ^a  

^a ETH ZURICH   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ELECTRODES; GAUSSIAN NOISE (ELECTRONIC); GRAPH THEORY; MATHEMATICAL MODELS; MAXIMUM LIKELIHOOD ESTIMATION; SIGNAL FILTERING AND PREDICTION;

DISCRETE-TIME MODELS; FACTOR GRAPHS; STATE TRANSITION;

SIGNAL PROCESSING;

EID: 3042520486     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. F. R. Kschischang, B. J. Frey, and H.-A. Loeliger, "Factor graphs and the sum-product algorithm," IEEE Trans. Information Theory. vol. 47, pp. 498-519, Feb. 2001.
2. H.-A. Loeliger, "An introduction to factor graphs," IEEE Signal Proc. Mag., to appear in Jan. 2004.
3. D. Stashuk, "EMG signal decomposition: how can it be accomplished and used?" Journal of Electromyography & Kinesiology, vol. 11, pp. 151-173. 2001.
4. H.-A. Loeliger, "Some remarks on factor graphs," Proc. 3rd Int. Symp. on Turbo Codes and Related Topics, Sept. 1-5, 2003, Brest, France, pp. 111-115.
5. J. Dauwels and H.-A. Loeliger. "Joint decoding and phase estimation: an exercise in factor graphs," Proc. 2003 IEEE Int. Symp. Information Theory, Yokohama. Japan, June 29 - July 4, 2003, p. 231.
6. J. Dauwels and H.-A. Loeliger, "Phase estimation by message passing," Proc. 2004 IEEE Int. Conf. on Communications, Paris, France. June 20-24, 2004, to appear.
7. H.-A. Loeliger, "Least squares and Kalman filtering on Forney graphs," in Codes, Graphs, and Systems, R. E. Blahut and R. Koetter, eds., Kluwer, 2002, pp. 113-135.
8. S. Korl, H.-A. Loeliger, and A. G. Lindgren, "AR model parameter estimation: from factor graphs to algorithms," Proc. Int. Conf. on Acoustics, Speech, and Signal Processing, May 17-21, 2004. Montreal, Canada, to appear.